IISc Bangalore

Introduction to Neural Network and Engineering Applications (3:0)

AE 266

Introduction, network topology, learning supervised, unsupervised and reinforced; perception and adaline, back-propagation and multi-layer feed-forward network, radial basis function network, recurrent networks, nonlinear airfoil characterization, online monitoring of manufacturing process, medical diagnosis, data screening.

Text books: 

Haykin S., Neural Networks: A Comprehensive Foundation, New Jersey, Prentice Hall Inc., 1999. Current literature.


S. N. Omkar

Offering Dates: 

4th week of July to 3rd week of Dec